Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-12-08 0.348190 0.395959 0.450620 0.518411 0.601092 0.699798 0.828314
2024-12-15 0.279143 0.341622 0.421084 0.532202 0.688115 0.906686 1.251486
2024-12-22 0.231651 0.297933 0.388655 0.527211 0.744156 1.092425 1.749066
2024-12-29 0.203519 0.272139 0.371740 0.535473 0.817765 1.332387 2.498094
2025-01-05 0.175599 0.240982 0.339741 0.510672 0.826847 1.462674 3.143139
2025-01-12 0.153428 0.214729 0.310184 0.482198 0.818972 1.554754 3.792251
2025-01-19 0.137095 0.195147 0.287972 0.461344 0.818830 1.663784 4.627940
2025-01-26 0.132334 0.192987 0.293758 0.492210 0.935095 2.122789 7.488831
2025-02-02 0.131613 0.197117 0.310697 0.548393 1.131584 2.971066 15.124660
2025-02-09 0.127564 0.195034 0.316012 0.581912 1.288477 3.870846 29.838331
2025-02-16 0.122388 0.190332 0.315611 0.602729 1.421485 4.863037 61.797002
2025-02-23 0.115624 0.182060 0.307106 0.602827 1.493448 5.693738 122.827691
2025-03-02 0.106266 0.168695 0.287804 0.575455 1.474723 6.080838 212.037257
2025-03-09 0.100004 0.160613 0.278531 0.572142 1.542557 7.200581 716.283542
2025-03-16 0.093744 0.151983 0.267103 0.561063 1.579420 8.249106 4193.003655
2025-03-23 0.089619 0.147036 0.262848 0.568364 1.694918 10.398362 NaN
2025-03-30 0.083308 0.137339 0.247219 0.540980 1.652894 10.896855 NaN
2025-04-06 0.077321 0.127874 0.231239 0.510045 1.584061 10.978028 NaN
2025-04-13 0.072449 0.120295 0.218795 0.487491 1.546120 11.446248 NaN
2025-04-20 0.071772 0.120965 0.224883 0.520811 1.794418 17.642016 NaN
2025-04-27 0.072590 0.124704 0.238519 0.581638 2.252013 35.743375 NaN
2025-05-04 0.071754 0.124950 0.243940 0.618021 2.621884 66.345922 NaN
2025-05-11 0.070202 0.123556 0.245174 0.640650 2.936512 121.064436 NaN